R paket yükleme
install.packages("tidyverse", dependencies = TRUE)
install.packages("jmv", dependencies = TRUE)
install.packages("questionr", dependencies = TRUE)
install.packages("Rcmdr", dependencies = TRUE)
require(tidyverse)
require(jmv)
require(questionr)
library(Rcmdr)
Veriyi görüntüleme
summary() View(data) data head tail glimpse str skim
Veriyi kod ile değiştirelim
Basit tanımlayıcı istatistikler
summary() mean median min max sd table()
jmv::descriptives(
data = data,
vars = "Sepal.Length",
splitBy = "Species",
freq = TRUE,
hist = TRUE,
dens = TRUE,
bar = TRUE,
box = TRUE,
violin = TRUE,
dot = TRUE,
mode = TRUE,
sum = TRUE,
sd = TRUE,
variance = TRUE,
range = TRUE,
se = TRUE,
skew = TRUE,
kurt = TRUE,
quart = TRUE,
pcEqGr = TRUE)
scatr::scat(
data = data,
x = "Sepal.Length",
y = "Sepal.Width",
group = "Species",
marg = "dens",
line = "linear",
se = TRUE)
Rcmdr
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